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Language: search.filters.language.EnglishSubject: search.filters.subject.Bayesian estimation and comparison

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    Time-Varying Effects of External Shocks on Macroeconomic Fluctuations in Peru: An Empirical Application Using TVP-VAR-SV Models
    (Springer Science+Business Media, 2023-11-24)
    This study uses a family of VAR models with time-varying parameters and stochastic volatility (TVP-VAR-SV) to analyze the impact of external shocks on output growth and inflation in Peru in 1992Q1-2017Q1. The statistical relevance of the models is assess...
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    Effects of External Shocks on Macroeconomic Fluctuations in Pacific Alliance Countries
    (Elsevier B.V., 2023-07-01)
    Given Pacific Alliance (PA) countries’ dependence on the external sector amidst volatile global financial conditions and increased trade openness, it is important to understand the time-varying impact of external shocks on these economies to assess their resilience. We use data for 1994Q1-2019Q4 and VAR models with time-varying parameters and stochastic volatility to study the heterogeneity of responses to financial, real, and nominal external shocks. The results suggest that external shocks have played a significant role in domestic cycles (50% on average), but their impact became temporarily larger during the global low-interest-rate period; i.e., the impact of export price and Fed rate shocks on GDP increased the most, peaking in 2002–2011, whereas the effect of shocks originating in China, although the largest, remained stable. In addition, a more predictable and countercyclical monetary policy in response to commodity price shocks diminished the transmission of external shocks, thereby increasing PA economies’ external resilience.
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    Time-varying effects of financial uncertainty shocks on macroeconomic fluctuations in Peru
    (Elsevier BV, 2025-03-01)
    This article employs a family of VAR models with time-varying parameters and stochastic volatility (TVP-VAR-SV) to estimate the impact of external financial uncertainty shocks on a set of macroeconomic variables in Peru for the period from 1996Q1 to 2022Q4. The main findings can be summarized as follows: (i) a simple VAR model with stochastic volatility is sufficient to capture uncertainty dynamics compared to TVP-VAR alternatives; (ii) uncertainty shocks have a negative and significant impact on private investment growth in the medium and long term; (iii) the impact on private investment growth is three times greater than that on GDP growth; (iv) uncertainty shocks behave like aggregate supply shocks, leading to an increase in the inflation rate; and (v) uncertainty shocks have stronger effects in scenarios characterized by unfavorable financial conditions.
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